{"id":"W4253747796","doi":"10.32920/ryerson.14657661.v1","title":"Atmospheric Deposition Of Heavy Metals In Toronto","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mercury (programming language); Environmental chemistry; Deposition (geology); Heavy metals; Inductively coupled plasma; Chemistry; Cold vapour atomic fluorescence spectroscopy; Analytical Chemistry (journal); Mass spectrometry; Plasma; Geology; Sediment","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008413592,0.0003046964,0.000146937,0.0007850878,0.001353278,0.0006766487,0.0002680997,0.0001465919,0.003731392],"category_scores_gemma":[0.0003363233,0.0002155721,0.000141904,0.00188633,0.0001995464,0.000196053,0.0003826399,0.0001818707,0.0003991771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01027548,"about_ca_system_score_gemma":0.004759952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9568727,"about_ca_topic_score_gemma":0.9853061,"domain_scores_codex":[0.9997882,0.000008708102,0.000007712523,0.00005612883,0.0001098504,0.00002936869],"domain_scores_gemma":[0.9996635,0.00001533291,0.00005923295,0.00001198416,0.0002021416,0.00004787584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003362039,0.0000358098,0.877668,0.0006286736,0.000130642,0.001144885,0.005628005,0.001012556,0.0660822,0.0005301046,0.01665453,0.03014838],"study_design_scores_gemma":[0.000004490681,0.00003131584,0.9773766,0.00002233927,0.00002170557,0.0001094547,0.0008647022,0.0003241196,0.002966656,0.00002131173,0.01824424,0.00001304376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961315,0.001886444,0.0005518643,0.0002221676,0.00002500294,0.00004359022,0.01585391,0.0001076552,0.01999434],"genre_scores_gemma":[0.9750617,0.001522216,0.001239544,0.00006041974,0.00001211402,0.00002384587,0.006508201,0.00001903692,0.01555296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0431273,"threshold_uncertainty_score":0.08676249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03490930899168932,"score_gpt":0.3237508668156809,"score_spread":0.2888415578239916,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}